Loading ToolBench
16 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | googlecloud-documentation-mcp axelaspor2/googlecloud-documentation-mcp read_documentationsearch_documentation | 2 | <=2025-11-25 | 63/100 | C |
| 2 |
| Horizon Thysrael/Horizon hz_enrich_itemshz_fetch_itemshz_filter_items+8 |
| 11 |
| 2026-07-28+ |
| 60/100 |
| C |
| 3 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 4 | Autosearch 0xmariowu/Autosearch citation_addcitation_createcitation_export+18 | 21 | <=2025-11-25 | 55/100 | D |
| 5 | deeplook OSOJDJD/deeplook lookupresearch | 2 | <=2025-11-25 | 55/100 | D |
| 6 | mcp-course EnkrateiaLucca/mcp-course addcompany_faqcreate_chart+21 | 24 | 2026-07-28+ | 52/100 | D |
| 7 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 8 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 9 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 10 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 11 | Streamlit-AI-Portfolio ambideXtrous9/Streamlit-AI-Portfolio DuckDuckGoSearchairbnb_searchretrieve_context | 3 | <=2025-11-25 | 41/100 | F |
| 12 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 13 | sample-Advanced-Strands-Agents-with-MCP aws-samples/sample-Advanced-Strands-Agents-with-MCP calculatoreditorfile_read+13 | 16 | <=2025-11-25 | 36/100 | F |
| 14 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 15 | data-analysis-agent-demos jordanrburger/data-analysis-agent-demos data_analysisdata_visualizationfinancial_data+3 | 6 | 2026-07-28+ | 29/100 | F |
| 16 | ezbiz-bizintel-mcp sjcripps/ezbiz-bizintel-mcp analyze_competitorsanalyze_reviewsmarket_research+1 | 4 | <=2025-11-25 | 13/100 | F |